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Communications in Computer and Information Science(5)
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A Comparison of Machine Learning Algorithms to Predict Cervical Cancer on Imbalanced Data
Conference ObjectAbstract: Cervical cancer is a leading cause of death in women. The present research analyzes, explores, compaPalabras claves:Cervical Cancer, Imbalanced data techniques, Machine learning, pbkp_redictionAutores:Christian Ortiz-Torres, Luis Barba-Guaman, Priscila Valdiviezo-Diaz, Ruth ReateguiFuentes:googlescopusA business intelligence model for online tutoring process
Conference ObjectAbstract: This work aims to implement business intelligence strategies in an educational institution based onPalabras claves:business intelligence systems, DATA WAREHOUSES, learning analytics, Online TutoringAutores:J. Aguilar Castro, J. Cordero Zambrano, Jorge Cordero, José Lisandro Aguilar Castro, P. Valdiviezo Diaz, Priscila Valdiviezo-Diaz, R. Reategui Rojas, Ruth ReateguiFuentes:rraaescopusCluster analysis to identify groups of diabetic patients based on symptoms
ArticleAbstract: Currently, health professionals use computer systems to save patient information. This information cPalabras claves:CLÚSTER ANALYSIS, DBscan, DIABÉTES, LSA, Machine learningAutores:Campozano R., Edgar Daza, Ruth ReateguiFuentes:scopusCollaborative Filtering Enhanced by Demographic Information for Tourist Sites Recommendations
Conference ObjectAbstract: Recommender systems are very applicable in the tourism domain to alleviate the information overloadPalabras claves:COLLABORATIVE FILTERING, Demographic filtering, Recommender system, TOURISMAutores:Luis Febre, Priscila Valdiviezo-Diaz, Ruth ReateguiFuentes:googlescopusComparison of MetaMap and cTAKES for entity extraction in clinical notes
ArticleAbstract: Background: Clinical notes such as discharge summaries have a semi- or unstructured format. These doPalabras claves:Clinical documents, cTAKES, MetaMap, UMLSAutores:Ratté S., Ruth ReateguiFuentes:googlescopusAutomatic extraction and aggregation of diseases from clinical notes
Conference ObjectAbstract: Clinical notes provide medical information about the patient’s health. The automatic extraction of tPalabras claves:Clinical notes, Clustering graphs, MetaMap, UMLSAutores:Ratté S., Ruth ReateguiFuentes:googlescopusAnalysis of Medical Documents with Text Mining and Association Rule Mining
Conference ObjectAbstract: Text mining techniques extracts meaningful information from large amounts of semi-structured and unsPalabras claves:Association rule mining, Clinical text, TEXT MININGAutores:Ratté S., Ruth ReateguiFuentes:googlescopusApplication of Techniques Based on Artificial Intelligence for Predicting the Consumption of Drugs and Substances. A Systematic Mapping Review
Conference ObjectAbstract: The consumption of alcohol, drugs and substances constitutes one of the most serious public health pPalabras claves:Artificial Intelligence, Consumption of drugs, Pbkp_rediction models, Systematic mapping reviewAutores:Byron Fernando Bustamante-Granda, Jorge Gordón, Jorge Gordón Rogel, María José Boada, Pablo Ruisoto, Ruth Reategui, Torres-Carrion Pablo VicenteFuentes:googlescopusDrug Recommendation System for Diabetes Using a Collaborative Filtering and Clustering Approach: Development and Performance Evaluation
ArticleAbstract: Background: Diabetes is a public health problem worldwide. Although diabetes is a chronic and incuraPalabras claves:Chronic Disease, Clustering, COLLABORATIVE FILTERING, Data Mining, DIABÉTES, drug, Machine learning, Patient information, recommend, Recommender systemAutores:Luis Barba-Guaman, Luis Fernando Granda Morales, Priscila Valdiviezo-Diaz, Ruth ReateguiFuentes:googlescopusFirst contribution to complex emotion recognition in patients with alzheimer’s disease
ArticleAbstract: The analysis of emotions in patients with Alzheimer’s disease is a field that has been extensively sPalabras claves:Alzheimer’s disease, emotions, GSP, OntologiesAutores:A. Hector F. Gomez, Alexandra González-Eras, Franco Guamán, Guido E. Riofrio, José Barbosa Corbacho, Juan Carlos Torres-Díaz, Juan Manuel García-Samaniego, Priscila Valdiviezo-Diaz, Ratté S., Ruth Reategui, Susana AriasFuentes:googlescopus